Data Science Career Roadmap: Jobs and Levels Guide
Explore the job-leveling matrix for Data Analysis careers. Understand the roles and skills needed to advance from beginner to leader.
May 17, 2024
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Explore a comprehensive collection of resources tailored for data professionals at every stage of their careers. Coursera offers tutorials, career guides, how-tos, cheat sheets, and more, designed to enhance your skills and support your growth.
Data Courses
IBM
Skills you'll gain: Python Programming, Machine Learning, Data Science, R Programming, Data Analysis, Professional Development, Algorithms, Big Data, Cloud Computing, Computer Programming, Data Mining, Data Model, Data Visualization, Databases, Deep Learning, Exploratory Data Analysis, General Statistics, Human Learning, IBM Cloud, Machine Learning Algorithms, Plot (Graphics), Probability & Statistics, Regression, SQL, Writing
Build toward a degree
Beginner · Professional Certificate · 3 - 6 Months
Johns Hopkins University
Skills you'll gain: R Programming, Data Analysis, Statistical Programming, Statistical Analysis, Computer Programming, Exploratory Data Analysis, General Statistics, Problem Solving, Probability & Statistics, Computer Programming Tools, Critical Thinking, Programming Principles, Statistical Tests, Data Management, Data Structures, Statistical Machine Learning, Basic Descriptive Statistics, Algorithms, Data Model, Human Learning, Machine Learning, Machine Learning Algorithms, Process Analysis, Correlation And Dependence, Data Visualization, Data Visualization Software, Plot (Graphics), Regression, Computer Graphics, Interactive Data Visualization, Applied Machine Learning, Big Data, Computational Thinking, Data Mining, Estimation, Extract, Transform, Load, Mathematics, Probability Distribution, Databases, Machine Learning Software, Communication, Computer Graphic Techniques, Knitr, Natural Language Processing, Visualization (Computer Graphics), User Experience, Interactive Design, Web Development
Beginner · Specialization · 3 - 6 Months
Microsoft
Skills you'll gain: Business Intelligence, Data Visualization, Statistical Analysis
Beginner · Professional Certificate · 3 - 6 Months